Keywords

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$\ell_1/\ell_2$ (1) 2D (2) 3D (9)
3D data interpolation (2) 3D SEAM Barrett dataset (1) 4-D seismic (1)
4D (1) 4D seismic (1) 5D (1)
5D reconstruction (1) AAAI (1) Acceleration (1)
acoustic (7) Acquisition (30) Adjoint (1)
Adjoint-state (1) AGU (1) AIP (3)
algorithm (10) algorithms (2) alternating minimization (1)
amortized Bayes (1) Amortized Inference (2) AMP (1)
amplitude (2) AMS Von Neumann (1) analysis (1)
anisotropy (4) approximate message passing (1) ASEG (1)
AVA (4) AWS (1) basis pursuit (2)
Bayesian inference (6) biconvex (2) blended (1)
blending (1) blind deconvolution (3) blind-test (1)
block-cg (1) born (2) Bregman (1)
Bregman method (1) bright spots (1) BSc (2)
calibration (1) calibration errors (1) CAM (5)
CAMSAP (1) CCS (17) CG (1)
CGMN (7) chatter (1) checkpointing (2)
CiSE (1) classification (5) cloud (4)
cloud computing (1) clusterless (1) CMS (1)
coil data (1) common shot/receiver gather (1) compiler (3)
compressed sensing (13) compression (2) Compressive Sensing (23)
computational seismology (1) conditional normalizing flows (2) conditional prior (2)
conditional priors (1) cones constraints (1) Consortium (1)
constrained optimization (1) constraint (2) constraints (1)
continuity (1) Controlled source seismology (1) convex (2)
convex composite (1) convex constraints (2) convex optimization (1)
convex phase retrieval (1) convex program (2) convex semidefinite programming (1)
convex sets (1) Convolutions (1) cosparsity (1)
CRMN (3) cross-flow noise (1) CS (1)
CSEG (9) curvelet (3) curvelet transform (7)
curvelet transforms (1) curvelets (2) Cyber (1)
cycle skipping (1) cycling (1) dantzig (1)
data acquisition (2) data reconstruction (4) data regularization (1)
deblending (6) decomposition (2) deconvolution (2)
deep image (2) deep learning (27) deep prior (1)
deep priors (1) denoising (3) density effect (1)
depth extrapolation (1) depth migration (2) devito (9)
dictionary learning (1) difference of convex (1) differential geometry (3)
digital twin (2) dimensionality curse (1) dimensionality reduction (1)
dip (1) Diracc (1) Dispersion (1)
distributed compressed sensing (1) distributed compressive sensing (2) DNOISE (6)
domain-specific languages (1) downhole receivers (1) duality (2)
dynamic nonlinear optimization (1) EAGE (90) Earth (1)
elastic (5) EPSI (7) estimation (2)
event-driven (1) Expectation Maximization (1) explainability (5)
Exploration seismology (4) extended image (1) extended image volume (2)
extended image volumes (4) extended images (1) extended imaging (1)
extrapolation (2) factorization (1) factorized formulations (1)
fast transform (1) FD (1) field data (1)
finite difference (2) finite difference method (1) finite differences (8)
finite-difference (4) finite-differences (5) Forward Modelling (1)
Fourier (3) Fourier neural operators (8) FPGA (3)
free surface (1) frequency-domain (7) full extended image volumes (1)
full wave equation migration (1) full waveform inversion (7) full-space (1)
full-waveform (1) Full-waveform inversion (39) full-waveform-inversion (1)
FWI (62) GANs (1) gauss newton (1)
Gauss-Newton method (2) Gauss–Newton (1) GCS (5)
generative adversarial networks (1) Generative models (2) geographic information systems (1)
Geophysical Prospecting (1) geophysical techniques (2) Geophysics (6)
Gibbs sampling (1) GMD (1) ground roll (1)
group 1-sparsity (1) group sparsity (1) Helmholtz (4)
Helmholtz equation (8) Hessian (1) hierarchical tucker (8)
hierarchical tucker tensors (1) high performance computing (3) high-contrast and high velocity (1)
higher-resolution images (1) hinge loss (2) horizon picking (2)
horizon tracking (2) HotCSE (1) HPC (22)
HPCS (1) HSS (2) IAM (1)
ICASSP (6) ICIAM (3) IEEE (1)
image gathers (1) Image reconstruction (1) image volume (1)
Image Volumes (1) image-gather (1) Imaging (42)
imaging condition (1) incoherence enhancement (1) inconsistent linear systems (1)
induced seismicity (1) inexact gradient (1) Interferometry (2)
interpolation (19) intersection (1) Intersections (2)
INTERSPEECH (1) invariance relationship (1) inverse (1)
Inverse problems (15) Inverse theory (2) inversion (36)
Invertible network (1) invertible networks (3) ION (1)
irregular sampling (2) IS20 (1) Iterative (1)
iterative algorithms (1) iterative thresholding (1) jittered sampling (1)
Joint inversion (1) joint recovery (2) joint recovery method (2)
joint sparsity (1) joint-recovery method (1) joint-sparsity (1)
JOLI (1) JRM (9) JUDI (5)
Julia (6) Kacmarz (1) Kaczmarz (6)
Kaczmarz method (1) KAUST (1) kernel method (1)
land (3) large scale (3) large-scale (5)
Least square (1) least squares (3) least squares migration (1)
least-squares (6) least-squares imaging (1) least-squares migration (4)
least-squares RTM (1) lifting (2) linear operators (1)
linear solver (1) linearized Bregman (2) linearized Bregman dynamical systems (1)
Linearized inversion (1) Lossy compression (1) Low Memory (1)
low rank (6) low-rank (9) low-rank interpolation (1)
low-rank tensor (1) low-rank transform (1) LS-RTM (2)
LSRTM (6) machine learning (23) MAP (2)
marine (14) Marine acquisition (3) Markov chain Monte Carlo (1)
massive data volumes (1) Matlab (2) matrix completion (10)
matrix factorization (2) matrix probing (1) matrix sensing (2)
matrix-free (1) Maxeler (1) McMC (3)
medical imaging (5) memory (1) message passing (2)
method of multipliers (1) microseismic (3) migration (8)
migration velocity analysis (2) minimization (4) Minkowski set (1)
ML4SEISMIC (25) Model Parallelism (1) Modeling (11)
Modelling (15) monitoring (1) MSc (16)
multigrid (2) multilevel (1) multilinear algebra (1)
Multiphase Flow (1) multiphysics (1) multiple (3)
multiple channels (1) multiples (17) multiscale (1)
Mumford-Shah (1) MVA (3) Newton’s method (2)
NFFT (3) NIPS (1) noise (4)
non-convex (2) non-smooth dynamics (1) nonconvex (1)
nonconvex optimization (1) nonconvex PDHG (1) nonconvex quadratic problems (1)
nonlinear (1) nonlinear optimization (1) nonuniform discrete Fourier transform (2)
normalization (1) normalizing flow (3) Normalizing flows (14)
NSERC (6) nuclear-norm (1) nuclear-norm relaxation (1)
numerical analysis (1) numerical linear algebra (2) Nyquist criterion (1)
Nyquist sampling criterion (1) OBC (1) object-oriented programming (1)
obn (2) off the grid (2) off-the-grid (1)
off-the-grid recovery (1) OGHPC (2) on-the-fly (2)
one-norm regularization (1) one-way (1) one-way wave equation (1)
open-source (1) Operator Learning (1) operator splitting (1)
Optimization (53) Optimized Compressive Sensing (1) parallel (1)
parallel computing (1) Pareto (2) partial support recovery (1)
passive imaging (1) patent (1) PCA (1)
PDE (1) PDE-constrained inversion (1) PDE-constrained optimization (3)
penalty (1) penalty method (9) penalty methods (1)
percolation (1) performance (3) performance optimization (1)
permeability (1) Phantoms (1) phase unwrapping (1)
PhD (12) Photoacoustic (2) photoacoustic imaging (2)
Physics and Machine Learning Hybrid (1) PIMS (3) porosity (1)
poster (1) power iterations (1) power schemes (1)
precondition (1) preconditioning (1) Presentation (391)
primal-dual splitting (1) primaries (1) private (2)
probing (1) Processing (24) projected gradient (1)
Projected Quasi Newton (1) projection (2) Projections (2)
pseudo-differential operator (1) python (1) quadratic constraints (1)
quadratic penalty method (1) quadratic-penalty (1) quasi-Newton (1)
random (1) random sampling (3) randomization (2)
randomized acquisition (2) randomized linear algebra (8) randomized sampling (6)
randomized sources subsampling (1) randomized SVD (2) randomized trace estimation (1)
Rank (4) rank minimization (4) rank reduction (1)
reciprocity (2) reconfigurable computing (2) reconstruction (3)
regularization (9) regularization minimization (1) repeatability (1)
repetition (1) reproducing kernel (1) REPSI (3)
rerandomization (1) residual statics (1) reverse-time migration (1)
RHPC (1) Riemannian manifold optimization (1) riemannian optimization (4)
robust (1) Robust estimation (1) robust statistics (1)
root finding (1) root-finding (2) ROSE (1)
RTM (8) salt (3) salt dome (1)
sampling (1) sampling methods (1) SAMPTA (2)
SBGF (2) scattering (1) scattering transform (3)
SEAM (2) SEG (142) SEG-AGU (1)
segmentation (1) seismic (3) seismic data (3)
Seismic data Interpolation (2) seismic denoising (1) seismic exploration techniques (2)
seismic imaging (22) Seismic inversion (2) seismic trace interpolation (3)
seismology (4) sequential Bayes (1) serverless (2)
Sets (3) shear wave (1) shear waves (1)
SIAM (10) signal processing (3) signal separation (1)
simultaneous (2) simultaneous acquisition (1) simultaneous long offset (1)
simultaneous source (1) simultaneous sources (1) SINBAD (294)
SINBADFALL2010 (23) SINBADFALL2011 (22) SINBADFALL2012 (29)
SINBADFALL2013 (34) SINBADFALL2014 (30) SINBADFALL2015 (23)
SINBADFALL2016 (20) SINBADFALL2017 (19) SINBADSPRING2011 (4)
SINBADSPRING2012 (7) SINBADSPRING2013 (10) SINBADSPRING2014 (15)
SINBADSPRING2015 (10) SINBASPRING2011 (1) SLIM (438)
SMC (1) software (17) software design (1)
software optimization (1) source (1) source encoding (2)
source estimation (11) source separation (7) source wavelet estimation (1)
source-time function (1) sources (1) sparse (5)
sparse inversion (4) sparse reconstruction (1) Sparse recovery (3)
sparse solutions (2) sparsity (8) sparsity inversion (1)
sparsity promoting (1) sparsity promoting inversion (1) sparsity promotion (4)
Sparsity-promoting (1) sparsity-promoting inversion (1) sparsity-promotion (2)
SPCP (1) spectral gap (2) spectral interpolation (1)
spectral projector (1) SPG$\ell_1$ (1) SPIE (2)
square root (1) SRME (3) statics (1)
statistics (1) stencil (3) stochastic (2)
stochastic gradient Langevin dynamics (2) Stochastic optimization (5) strains current acquisition system (1)
strains current processing system (1) structured grid (1) structured tensor (7)
Student's t (1) students t (1) Subsampling (1)
surface-related multiples (3) survey design (4) symbolic processing (1)
symbolic Python (1) synthesis (1) target-oriented imaging (1)
tensor (2) tensor algebra (1) tensor completion (2)
tensor interpolation (5) thesis (10) time domain (12)
time lapse (3) time series analysis (1) Time-domain (4)
Time-Harmonic Wave Equation (1) time-jittered acquisition (1) time-lapse (17)
Time-lapse Marine Acquisition (1) time-lapse seismic (4) time-laspe (1)
total variation (2) total variation regularization (1) total-variation (1)
total-variation minimization (1) total-variation norm (1) Trace interpolation (1)
Transducers (1) transfer learning (2) TRANSFORM (1)
transform-domain sparsity promotion (1) Transformers (1) TTI (6)
tutorial (3) uncertain quantification (2) uncertainity (1)
Uncertainity Quantification (1) uncertainty (1) Uncertainty quantification (31)
uniqueness (1) UQ (3) variable projection (5)
variance (1) Variational Inference (6) variational method (1)
variational optimization (1) velocity continuation (4) velocity-model building (1)
vibroseis (1) VSP (1) wave equation (9)
Wave equation migration (1) wave propagation (4) wave-equation (5)
wave-equation-based data mining (1) wavefield decomposition (1) wavefield reconstruction (7)
Wavefield Reconstruction Inversion (4) waveform inversion (15) Waveform reconstruction inversion (1)
weak-constraint (1) weighted $\ell_1$ (3) weighted $\ell_1$ minimization (1)
weighted $\ell_p$ (1) weighted increment (1) weighted matrix factorization (1)
weighted one-norm minimization (1) weighting factors (2) well logs (3)
workflow (1) workshop (26) WRI (18)